Triple

T16286962
Position Surface form Disambiguated ID Type / Status
Subject Ho-Chunk, Inc. E395411 entity
Predicate hasPart P35 FINISHED
Object All Native Group
All Native Group is a professional services company that provides government contracting, staffing, and technology solutions as part of the Ho-Chunk, Inc. family of enterprises.
E1203940 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: All Native Group | Statement: [Ho-Chunk, Inc., hasPart, All Native Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: All Native Group
Context triple: [Ho-Chunk, Inc., hasPart, All Native Group]
  • A. First Nations
    First Nations are the diverse Indigenous peoples of Canada, each with distinct cultures, languages, and histories predating European colonization.
  • B. Native Americans
    Native Americans are the Indigenous peoples of the United States, encompassing numerous distinct tribes and cultures with deep historical, spiritual, and cultural ties to the land long predating European colonization.
  • C. Algonquian peoples
    The Algonquian peoples are a large group of Indigenous nations in North America historically connected by related Algonquian languages and shared cultural traditions across regions from the Atlantic Coast into the interior.
  • D. Sac and Fox tribal groups
    Sac and Fox tribal groups are a collection of related Native American nations historically linked by shared cultural, linguistic, and political ties across the central United States.
  • E. Indigenous peoples
    Indigenous peoples are culturally distinct communities with historical continuity to pre-colonial or pre-settler societies, often maintaining unique traditions, languages, and social systems while frequently facing political, economic, and social marginalization.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: All Native Group
Triple: [Ho-Chunk, Inc., hasPart, All Native Group]
Generated description
All Native Group is a professional services company that provides government contracting, staffing, and technology solutions as part of the Ho-Chunk, Inc. family of enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: All Native Group
Target entity description: All Native Group is a professional services company that provides government contracting, staffing, and technology solutions as part of the Ho-Chunk, Inc. family of enterprises.
  • A. First Nations
    First Nations are the diverse Indigenous peoples of Canada, each with distinct cultures, languages, and histories predating European colonization.
  • B. Native Americans
    Native Americans are the Indigenous peoples of the United States, encompassing numerous distinct tribes and cultures with deep historical, spiritual, and cultural ties to the land long predating European colonization.
  • C. Algonquian peoples
    The Algonquian peoples are a large group of Indigenous nations in North America historically connected by related Algonquian languages and shared cultural traditions across regions from the Atlantic Coast into the interior.
  • D. Sac and Fox tribal groups
    Sac and Fox tribal groups are a collection of related Native American nations historically linked by shared cultural, linguistic, and political ties across the central United States.
  • E. Indigenous peoples
    Indigenous peoples are culturally distinct communities with historical continuity to pre-colonial or pre-settler societies, often maintaining unique traditions, languages, and social systems while frequently facing political, economic, and social marginalization.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24915a5948190a11b8e83b7974dda completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017caaa448190a5034ddbd90d2fd5 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0018951f888190b70e098e4af3a90a completed May 10, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00190887088190a5a0eb2cfd674c98 completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:05 a.m.